Performance Analysis of SSK-NOMA

In this paper, we consider the combination between two promising techniques: space-shift keying (SSK) and non-orthogonal multiple access (NOMA) for future radio-access networks. We analyze the performance of SSK-NOMA networks and provide a comprehensive analytical framework of SSK-NOMA regarding bit error probability (BEP), ergodic capacity, and outage probability. It is worth pointing out that all analysis also stand for conventional SIMO-NOMA networks. We derive closed-form exact average BEP (ABEP) expressions when the number of users in a resource block is equal to three (i.e., $L=3$). Nevertheless, we analyze the ABEP of users when the number of users is more than three, i.e., $L\geq 3$, and derive bit-error-rate (BER) union bound since the error propagation due to iterative successive interference canceler (SIC) makes the exact analysis intractable. Then, we analyze the achievable rate of users and derive exact ergodic capacity of the users, so the ergodic sum rate of the system is in closed forms. Moreover, we provide the average outage probability of the users exactly in the closed form. All derived expressions are validated via Monte Carlo simulations and it is proved that SSK-NOMA outperforms conventional NOMA networks in terms of all performance metrics (i.e., BER, sum rate, outage). Finally, the effect of the power allocation (PA) on the performance of SSK-NOMA networks is investigated, and the optimum PA is discussed under BER and outage constraints.

[1]  Zhengang Pan,et al.  On the Ergodic Capacity of MIMO NOMA Systems , 2015, IEEE Wireless Communications Letters.

[2]  Soo Young Shin,et al.  A spectral efficient spatially modulated non-orthogonal multiple access for 5G , 2015, 2015 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS).

[3]  Ferdi Kara,et al.  BER performances of downlink and uplink NOMA in the presence of SIC errors over fading channels , 2018, IET Commun..

[4]  Harald Haas,et al.  Bit Error Probability of SM-MIMO Over Generalized Fading Channels , 2012, IEEE Transactions on Vehicular Technology.

[5]  Lajos Hanzo,et al.  Performance Analysis of NOMA-SM in Vehicle-to-Vehicle Massive MIMO Channels , 2017, IEEE Journal on Selected Areas in Communications.

[6]  Jose Armando Oviedo,et al.  A Fair Power Allocation Approach to NOMA in Multiuser SISO Systems , 2017, IEEE Transactions on Vehicular Technology.

[7]  Inkyu Lee,et al.  A New Reduced Complexity ML Detection Scheme for MIMO Systems , 2010, 2009 IEEE International Conference on Communications.

[8]  Di Yuan,et al.  Power and Channel Allocation for Non-Orthogonal Multiple Access in 5G Systems: Tractability and Computation , 2016, IEEE Transactions on Wireless Communications.

[9]  H. Vincent Poor,et al.  Spatial Modulation-Aided Cooperative NOMA: Performance Analysis and Comparative Study , 2019, IEEE Journal of Selected Topics in Signal Processing.

[10]  Sami Muhaidat,et al.  Error Probability Analysis of Non-Orthogonal Multiple Access Over Nakagami- $m$ Fading Channels , 2019, IEEE Transactions on Communications.

[11]  Octavia A. Dobre,et al.  Power-Domain Non-Orthogonal Multiple Access (NOMA) in 5G Systems: Potentials and Challenges , 2016, IEEE Communications Surveys & Tutorials.

[12]  H. Vincent Poor,et al.  Application of Non-Orthogonal Multiple Access in LTE and 5G Networks , 2015, IEEE Communications Magazine.

[13]  Harald Haas,et al.  Spatial Modulation , 2008, IEEE Transactions on Vehicular Technology.

[14]  Jintao Wang,et al.  Spectral Efficiency Analysis for Downlink NOMA Aided Spatial Modulation With Finite Alphabet Inputs , 2017, IEEE Transactions on Vehicular Technology.

[15]  Octavia A. Dobre,et al.  Resource Allocation for Downlink NOMA Systems: Key Techniques and Open Issues , 2017, IEEE Wireless Communications.

[16]  Ioannis Krikidis,et al.  Fairness for Non-Orthogonal Multiple Access in 5G Systems , 2015, IEEE Signal Processing Letters.

[17]  H. Vincent Poor,et al.  Cooperative Non-Orthogonal Multiple Access in 5G Systems , 2015, IEEE Communications Letters.

[18]  Ferdi Kara,et al.  On the Error Performance of Cooperative-NOMA With Statistical CSIT , 2019, IEEE Communications Letters.

[19]  Victor C. M. Leung,et al.  Performance Enhancement of Downlink NOMA by Combination With GSSK , 2018, IEEE Wireless Communications Letters.

[20]  Ali Ghrayeb,et al.  Space shift keying modulation for MIMO channels , 2009, IEEE Transactions on Wireless Communications.

[21]  Ali Ghrayeb,et al.  Spatial modulation: optimal detection and performance analysis , 2008, IEEE Communications Letters.

[22]  H. Vincent Poor,et al.  Relay Selection for Cooperative NOMA , 2016, IEEE Wireless Communications Letters.

[23]  Zhiguo Ding,et al.  Nonorthogonal Multiple Access for 5G , 2018, 5G Networks: Fundamental Requirements, Enabling Technologies, and Operations Management.

[24]  Caijun Zhong,et al.  Spatial Modulation Assisted Multi-Antenna Non-Orthogonal Multiple Access , 2018, IEEE Wireless Communications.

[25]  Ferdi Kara,et al.  Derivation of the closed-form BER expressions for DL-NOMA over Nakagami-m fading channels , 2018, 2018 26th Signal Processing and Communications Applications Conference (SIU).

[26]  Mohamed-Slim Alouini,et al.  A unified approach for calculating error rates of linearly modulated signals over generalized fading channels , 1998, IEEE Trans. Commun..

[27]  Pingzhi Fan,et al.  On the Performance of Non-Orthogonal Multiple Access in 5G Systems with Randomly Deployed Users , 2014, IEEE Signal Processing Letters.

[28]  Mohamed-Slim Alouini,et al.  Digital Communication Over Fading Channels: A Unified Approach to Performance Analysis , 2000 .

[29]  H. Vincent Poor,et al.  Decode-and-Forward Relaying for Cooperative NOMA Systems With Direct Links , 2018, IEEE Transactions on Wireless Communications.

[30]  Pingzhi Fan,et al.  A Novel Power Allocation Scheme Under Outage Constraints in NOMA Systems , 2016, IEEE Signal Processing Letters.

[31]  H. Vincent Poor,et al.  Non-Orthogonal Multiple Access in Multi-Cell Networks: Theory, Performance, and Practical Challenges , 2016, IEEE Communications Magazine.

[32]  Ferdi Kara,et al.  Spatial Multiple Access (SMA): Enhancing performances of MIMO-NOMA systems , 2018, 2019 42nd International Conference on Telecommunications and Signal Processing (TSP).

[33]  In-Ho Lee,et al.  Capacity Analysis of Cooperative Relaying Systems Using Non-Orthogonal Multiple Access , 2015, IEEE Communications Letters.

[34]  Anass Benjebbour,et al.  Non-Orthogonal Multiple Access (NOMA) for Cellular Future Radio Access , 2013, 2013 IEEE 77th Vehicular Technology Conference (VTC Spring).